Slalom: Fast, Verifiable and Private Execution of Neural Networks in
Trusted Hardware

Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware

8 June 2018

Florian Tramèr

Dan Boneh

Papers citing "Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware"

15 / 15 papers shown

Title
Characterization of GPU TEE Overheads in Distributed Data Parallel ML Training Jonghytun Lee Yongqin Wang Rachit Rajat M. Annavaram 72 0 0 20 Jan 2025
Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations Vasisht Duddu Oskari Jarvinen Lachlan J. Gunn Nirmal Asokan 85 1 0 25 Jun 2024
VeriSplit: Secure and Practical Offloading of Machine Learning Inferences across IoT Devices Han Zhang Zifan Wang Mihir Dhamankar Matt Fredrikson Yuvraj Agarwal 75 2 0 02 Jun 2024
Verifiable and Provably Secure Machine Unlearning Thorsten Eisenhofer Doreen Riepel Varun Chandrasekaran Esha Ghosh O. Ohrimenko Nicolas Papernot AAML MU 58 26 0 17 Oct 2022
MLCapsule: Guarded Offline Deployment of Machine Learning as a Service L. Hanzlik Yang Zhang Kathrin Grosse A. Salem Maximilian Augustin Michael Backes Mario Fritz OffRL 67 103 0 01 Aug 2018
Mixed Precision Training of Convolutional Neural Networks using Integer Operations Dipankar Das Naveen Mellempudi Dheevatsa Mudigere Dhiraj D. Kalamkar Sasikanth Avancha ... J. Corbal N. Shustrov R. Dubtsov Evarist Fomenko V. Pirogov MQ 61 154 0 03 Feb 2018
Gazelle: A Low Latency Framework for Secure Neural Network Inference Chiraag Juvekar Vinod Vaikuntanathan A. Chandrakasan 36 889 0 16 Jan 2018
A Berkeley View of Systems Challenges for AI Ion Stoica D. Song Raluca A. Popa D. Patterson Michael W. Mahoney ... Joseph E. Gonzalez Ken Goldberg A. Ghodsi David Culler Pieter Abbeel 57 200 0 15 Dec 2017
CacheZoom: How SGX Amplifies The Power of Cache Attacks A. Moghimi Gorka Irazoqui Apecechea T. Eisenbarth 35 333 0 20 Mar 2017
Software Grand Exposure: SGX Cache Attacks Are Practical Ferdinand Brasser Urs Müller Alexandra Dmitrienko Kari Kostiainen Srdjan Capkun A. Sadeghi AAML 80 605 0 24 Feb 2017
Pruning Filters for Efficient ConvNets Hao Li Asim Kadav Igor Durdanovic H. Samet H. Graf 3DPC 175 3,687 0 31 Aug 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 139 4,342 0 16 Mar 2016
Speeding up Convolutional Neural Networks with Low Rank Expansions Max Jaderberg Andrea Vedaldi Andrew Zisserman 126 1,458 0 15 May 2014
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation Emily L. Denton Wojciech Zaremba Joan Bruna Yann LeCun Rob Fergus FAtt 134 1,682 0 02 Apr 2014
Time-Optimal Interactive Proofs for Circuit Evaluation J. Thaler 52 221 0 13 Apr 2013